Fold 0 - Understanding why coefficient 186 was selected
Tag: OVAL
Selected Coefficient: 186
Taxonomy Path: 20.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 186 | 1.000000 | 20.2 | 2.20 (2*83 + 20) | Yes | |
| 1206074 | 1.000000 | 1.6.9.2 | 2.9.6.1 (2*83^3 + 9*83^2 + 6*83 + 1) | No |
These are the training products that have the "OVAL" tag (processing sequence 5053). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 20680 | Elena Emerald and Diamond Ring | 1206074 | none | 1205888 | MATERIALS_GEMSTONES | ||
| 30545 | Gemini Copper Coin | 186 | none | 0 | none |